Chapattis
Completeness scorecard
Deterministic gap audit — no score is composite, no cell is LLM-judged. Each chip is re-derivable by re-running tools/evidence/build-ingredient-scorecard.mjs. review: residuals and missing data are worked autonomously via data/evidence/ingredient-scorecard-review-flags.csv and wiki/completeness-gaps.md.
| Dimension | Status | What’s there (auditable counts) | What’s missing |
|---|---|---|---|
| D1 Analyte coverage (tier: unset) | tier-unset | 6/10 HMTc analytes, total n=6 | consumption tier unset; depth bar uncheckable |
| D2 Regional coverage | below-tier | 0 jurisdictions | only 0 distinct jurisdiction(s) |
| D3 Anthropogenic evidence | GAP | no upstream/attribution sources | link a supply-chain/ hub page |
| D4 Background mechanism | GAP | section present, 0 drivers, 0 upstream source(s) | drivers[] empty; no upstream source to substantiate |
| D5 Pooling depth | THIN | Pb THIN, Cd THIN, iAs THIN, tHg THIN, Al THIN, Sn THIN | Pb: needs 2 more study(ies); Cd: needs 2 more study(ies); iAs: needs 2 more study(ies); tHg: needs 2 more study(ies); Al: needs 2 more study(ies); Sn: needs 2 more study(ies) |
| D6 Speciation | OK | iAs, tHg, tAs declared | — |
| D7 Basis declaration | GAP | 0/10 populated cells declare a basis token | 10 populated cell(s) lack a basis token: Pb, Cd, iAs, tHg, Ni, Al, Cr, Sn, tAs, U |
| D8 Provenance integrity | GAP | 6 claims checked, 6 supported; 1 citations, 0 orphan, 1 foreign | 1 foreign citation(s) not naming chapattis: fsa2016-infant-food-formula-metals-survey |
| D9 Mitigation | GAP | 0 cited lever(s), 0 mitigation/ link(s) | section present but no source-cited lever |
| D10 Regulatory coverage | OK | 4 rule link(s), 6 metal(s) covered | unmapped analytes: Al |
| D11 Standards-readiness | NOT-READY | priority: Pb, Cd, iAs, tHg, Al, Sn; pairing 0 paired, 6 single, 0 unpaired | Pb: THIN, needs 2 more study(ies); Cd: THIN, needs 2 more study(ies); iAs: THIN, needs 2 more study(ies); tHg: THIN, needs 2 more study(ies); Al: THIN, needs 2 more study(ies); Sn: THIN, needs 2 more study(ies); basis: 10 populated cell(s) lack a basis token: Pb, Cd, iAs, tHg, Ni, Al, Cr, Sn, tAs, U; consumption tier unset (depth bar uncheckable) |
| Principle balance | flag | consumer-protection 1.00, contamination-reduction 0.00, brand-value 0.00, legal-defensibility 0.38, scale 0.25 | spread 1.00 — starved: contamination-reduction |
FSA/Fera measured this ingredient or non-infant-specific food composite in Table 6 of the FS102048 survey. Exact concentration values remain in progress until Table 6 is parsed into structured ingredient rows with less-than and semi-quantitative flags preserved. fsa2016-infant-food-formula-metals-survey
Why this commodity accumulates heavy metals
Chapattis (chapati) are unleavened whole-wheat flatbreads central to South Asian diets. As a whole-wheat product, chapattis carry the metal accumulation profile of wheat grain with the important distinction that the bran fraction, which concentrates cadmium and to a lesser extent lead, is retained. Wheat accumulates cadmium primarily from soil via root uptake; the outer bran layers of the grain bind a disproportionate share of soil-derived cadmium relative to the starchy endosperm. This means that whole-wheat products carry meaningfully higher cadmium than refined white-flour products made from the same grain. Preparation with water introduces a secondary contamination pathway: in regions where drinking water carries elevated lead or cadmium (particularly groundwater in South Asian contexts), the water used to make the dough can contribute to the metal load of the finished bread. Traditional cooking on clay griddles (tawa) has been noted anecdotally as a potential trace-metal source from the clay substrate, but this pathway is not quantified in the current corpus. The FSA/Fera FS102048 survey, which measured chapattis as part of a broad food composite study in the UK, is the primary source in this corpus fsa2016-infant-food-formula-metals-survey.
Heavy metal contamination profile
Per-analyte snapshot derived from the machine-readable contamination_profile in the frontmatter above. data gap indicates the literature has been reviewed for this commodity-analyte combination and no usable occurrence data was found (a finding, not a placeholder). The Key sources column shows the top 2-3 contributing sources by year and sample size, with numbered wikilink aliases.
| Analyte | Coverage | Typical (ppb) | p95 (ppb) | Confidence | Key sources |
|---|---|---|---|---|---|
| Pb | n=1 | 0–15.4 | 20.5 | medium | — |
| Cd | n=1 | 0–30 | 42 | high | — |
| iAs | n=1 | 0–230 | 260 | high | — |
| tAs | data gap | — | — | — | — |
| tHg | n=1 | 0–1 | 2.3 | high | — |
| Ni | data gap | — | — | — | — |
| Al | n=1 | 0–4292 | 6160 | high | — |
| Cr | data gap | — | — | — | — |
| Sn | n=1 | 0–67.3 | 267 | high | — |
| U | data gap | — | — | — | — |
Routing
This node is linked from the ingredient index and source routing list.
Contamination Profile State
The machine-readable contamination profile is in_progress. Ingredient-level values belong here once parsed; finished-product values belong on the relevant product-category page.
Ranges by source, region, and variety
The FSA/Fera FS102048 survey (UK, 2016) measured chapattis alongside a range of other foods and provides the primary occurrence evidence in this corpus; exact chapatti-specific concentration values remain pending structured extraction from Table 6 of that report fsa2016-infant-food-formula-metals-survey. EU cadmium limits for bread and fine bakery products (0.10 mg/kg per eu-2023-915-cadmium) and the corresponding lead limit (0.20 mg/kg per eu2023-contaminants-maximum-levels) provide a regulatory frame for expected concentration ranges in European-market products. Chapattis made from whole-wheat flour in South Asia would be expected to carry cadmium at levels characteristic of local wheat varieties and soil conditions; South Asian wheat-growing soils vary widely in cadmium background, and irrigation water quality adds a secondary variable particularly in areas relying on groundwater. Chapattis made from white flour rather than whole-wheat would carry substantially lower cadmium, as the bran fraction bearing most of the grain’s cadmium has been removed. Regional and variety-level quantitative data for chapattis are not currently available in this corpus beyond the UK survey reference.
Processing effects
The preparation of chapattis involves mixing whole-wheat flour with water and cooking on a dry griddle. The mixing step introduces any metals present in the water used; in regions with lead-containing plumbing infrastructure or elevated groundwater lead, this step is a meaningful exposure route that would not appear in surveys of flour alone. Dry-heat cooking on a griddle does not involve aqueous leaching and therefore does not reduce cadmium or lead content; unlike boiling, griddle cooking retains all metals in the finished product. The high surface temperature may volatilise mercury-containing compounds to a small degree, but mercury levels in wheat are typically below detection limits and this pathway is not quantified. Leavened breads from similar flour can lose a small fraction of metals through the carbon dioxide expelled during fermentation, but chapattis are unleavened and this mechanism does not apply. On balance, processing effects for chapattis are minimal; the metal content of the finished bread closely reflects that of the input flour, adjusted upward by any contribution from water quality.
Ingredient-derivative risk
Chapattis as a finished product are essentially the derivative of whole-wheat flour. Within the chapatti product space, the key variation driving differential metal load is the flour extraction rate: 100% wholemeal flour retains maximum cadmium from bran; lower-extraction (more refined) flours used in some regional variants reduce cadmium substantially. Chapatti flour sold commercially may be blended to varying degrees with refined flour, introducing batch-to-batch variability. In prepared-food contexts, chapattis are sometimes ground or crumbled into other dishes, but this does not change the per-mass metal content. Chapatti-based products that have been charred (common with hand-made chapattis on high heat) have not been studied for metal content changes from charring in the current corpus.
Mitigation options
Sourcing levers
Sourcing wheat from regions and varieties with documented low cadmium accumulation reduces chapatti cadmium at the ingredient level. Specifying low-cadmium wheat flour from suppliers with ICP-MS testing data on Cd per batch is the most reliable lever. For South Asian production, selecting wheat grown in lower-cadmium irrigated regions and using clean water sources for dough preparation are complementary levers.
Agronomic levers
Soil liming to maintain pH above 6.5 in wheat-growing fields reduces cadmium bioavailability and uptake. Selection of lower-cadmium-accumulating wheat varieties is an established mitigation in European regulatory contexts and is relevant for South Asian wheat breeding programs. Reducing cadmium-contaminated phosphate fertiliser use addresses the primary anthropogenic cadmium input to agricultural soils.
No quantified data specific to chapatti-relevant wheat varieties in the current corpus; section will be expanded when relevant evidence is ingested.
Processing levers
Substituting partly-refined flour for 100% wholemeal flour reduces cadmium per unit weight of finished chapatti in proportion to the reduction in bran fraction. Using clean potable water with verified low lead and cadmium content for dough preparation eliminates the water-contribution pathway. These are meaningful levers where water quality is a concern.
Formulation levers
No quantified data on this lever in the current corpus; section will be expanded when relevant evidence is ingested.
Testing and QC levers
For commercial chapatti flour and branded chapatti products, lot-level cadmium testing by ICP-MS against the EU bakery-products limit of 0.10 mg/kg is the appropriate control. Flour mills supplying whole-wheat flour for chapatti production can provide Cd certificates of analysis as part of standard grain quality documentation.
Packaging and storage levers
No quantified data on this lever in the current corpus; section will be expanded when relevant evidence is ingested.
Regulatory limits that apply
The EU Regulation 2023/915 (eu-2023-915-cadmium) sets a cadmium maximum level of 0.10 mg/kg for bread, fine bakery wares, biscuits, crackers, and cereal snacks; this limit applies to chapattis as a bread product. The lead maximum for bread and cereal products under EU contaminants regulations (eu2023-contaminants-maximum-levels) is 0.20 mg/kg. The Codex general standard CXS 193-1995 (codex-cadmium-mls) provides international cadmium maximum levels for cereals; the applicable Codex limit for wheat flour is 0.20 mg/kg. No specific US FDA action level applies to chapattis; the FDA Closer to Zero program (fda-closer-to-zero) covers infant and toddler foods. UK Food Standards Agency national legislation, under which the FS102048 survey was conducted, adopts EU-derived limits.
Sources
Page history
The five most recent substantive edits to this page. The full version history lives in git; when DOI minting comes online (see schema docs), each entry below will also link to a version-pinned DataCite DOI.
| Commit | Date | Description |
|---|---|---|
| b0f3d38 | 2026-06-12 | batch | corpus rescreen b04 old terminal skips |